Automatic speech recognition to control integrated communication devices

• US 20050149337A1
• Filed: 02/17/2005
• Published: 07/07/2005
• Est. Priority Date: 09/15/1999
• Status: Abandoned Application

• Current Assignee: Conexant Systems Incorporated (Synaptics Incorporated)
• Original Assignee: Conexant Systems Incorporated (Synaptics Incorporated)
• Inventors: Bayya, Aruna, Asadi, Ayman O., Steiger, Dianne L.
• Application Number:
  US11/060,193
• Publication Number:
  US 20050149337A1
• Time in Patent Office: Days
• US Class Current: 704/277
• CPC Class Codes: G10L 15/30 Distributed recognition, e.g. in client-server systems, for mobile phones or network applications

Abstract

An integrated communications device provides an automatic speech recognition (ASR) system to control communication functions of the communications device. The ASR system includes an ASR engine and an ASR control module with an out-of-vocabulary rejection capability. The ASR engine performs speaker independent and dependent speech recognition and also performs speaker dependent training. The ASR engine thus includes a speaker dependent recognizer, a speaker independent recognizer and a speaker dependent trainer. Speaker independent models and speaker dependent models stored on the communications device are used by the ASR engine. A speaker dependent mode of the ASR system provides flexibility to add new language independent vocabulary. A speaker independent mode of the ASR system provides the flexibility to select desired commands from a predetermined list of speaker independent vocabulary. The ASR control module, which can be integrated into an application, initiates the appropriate communication functions based on speech recognition results from the ASR engine. One way of implementing the ASR system is with a processor, controller and memory of the communications device. The communications device also can include a microphone and telephone to receive voice commands for the ASR system from a user.

Claims

1-25. -25. (canceled)

26. An integrated communications device comprising:

a microphone;

a modem with an automatic speech recognition engine, comprising;

a speaker dependent recognizer;

a speaker independent recognizer; and

an online speaker dependent trainer;

a plurality of context-related speaker independent models accessible to the automatic speech recognition engine; and

a plurality of speaker dependent models accessible to the automatic speech recognition engine, wherein the processor, the plurality of speaker dependent models, and the plurality of context-related speaker independent models are integral to the modem.

27. The communications device of claim 26, further comprising a host controller comprising an automatic speech recognition control module to communicate with the automatic speech recognition engine.

28. The communications device of claim 27, the host controller further comprising an application including the automatic speech recognition control module.

29. The communications device of claim 26, further comprising a storage device coupled to the modem to store the plurality of speaker dependent models accessible to the automatic speech recognition engine.

30. The communications device of claim 26, wherein the plurality of speaker independent models comprise a speaker independent active list corresponding to an active menu of a plurality of menus.

31. The communications device of claim 26, wherein the processor is a digital signal processor.

32. The communications device of claim 26, wherein the automatic speech recognition engine further comprises an offline speaker dependent trainer.

33. The communications device of claim 26, wherein the automatic speech recognition engine rejects words outside a speaker independent vocabulary defined by the plurality of speaker independent models and words outside a speaker dependent vocabulary defined by the plurality of speaker dependent models.

34. A modem configured to support automatic speech recognition capability, the modem comprising:

a processor comprising an automatic speech recognition engine, comprising;

a speaker dependent recognizer;

a speaker independent recognizer;

and an online speaker dependent trainer;

a plurality of context-related speaker independent models accessible to the automatic speech recognition engine; and

a plurality of speaker dependent models accessible to the automatic speech recognition engine, wherein the processor, the plurality of speaker dependent models, and the plurality of context-related speaker independent models are integral to the modem.

35. The modem of claim 34, further comprising a working memory to temporarily store a speaker independent active list of the plurality of speaker independent models accessible to the automatic speech recognition engine, the speaker independent active list corresponding to an active menu of a plurality of menus.

36. The modem of claim 34, further comprising a working memory to temporarily store the plurality of speaker dependent models accessible to the automatic speech recognition engine.

37. The modem of claim 34, wherein the processor and the plurality of speaker independent models are provided on a single modem chip.

38. The modem of claim 34, wherein the automatic speech recognition engine rejects words outside a speaker independent vocabulary defined by the plurality of speaker independent models and words outside a speaker dependent vocabulary defined by the plurality of speaker dependent models.

39. A method of automatic speech recognition using a host controller and a processor of an integrated modem, comprising the steps of:

generating a command by the host controller to load a plurality of context related acoustic models;

generating a command by the host controller for the processor to perform automatic speech recognition by an automatic speech recognition engine;

generating a command by the host controller to initiate online speaker dependent training by the automatic speech recognition engine; and

performing communication functions by the integrated communications device responsive to processing a speech recognition result from the automatic speech recognition engine by the host controller, wherein the plurality of context-related acoustic models comprise a speaker independent model and a speaker dependent model.

40. The method of claim 39, wherein the plurality of acoustic models comprise a speaker independent active list of a plurality of speaker independent models.

41. The method of claim 39, wherein the plurality of acoustic models comprise trained speaker dependent models.

42. The method of claim 39, wherein the automatic speech recognition engine further comprises an offline speaker dependent trainer.

43. The method of claim 39, further comprising the step of rejecting a word outside a speaker independent vocabulary defined by a plurality of speaker independent models, the rejecting step being performed by the automatic speech recognition engine.

44. The method of claim 39, further comprising the step of rejecting a word outside a speaker dependent vocabulary defined by a plurality of speaker dependent models, the rejecting step being performed by the automatic speech recognition engine.

45. The method of claim 39, further comprising the step of recognizing a word in a speaker independent vocabulary defined by a plurality of speaker independent models, the recognizing step being performed by the automatic speech recognition engine.